The invitation sat amidst a pile of promotional flyers, screaming for attention. Maria grabbed it and quickly tossed it aside. She had no interest in seeing anyone from those years again. A sudden pressure seemed to build behind her eyes, a tightness she hadn’t felt in years.

Later, as she was preparing dinner, the memory returned. She stopped stirring the pot. The scent of onions no longer mattered. She had an irrational urge to run, to leave the house, to escape the creeping feeling that threatened to consume her.

She picked up the phone and dialed her sister's number, needing to connect, to ground herself in the safe harbor of the present. Her voice was thin. She needed something to calm the unease.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255